EP4145359A4 - Method and apparatus for transferring machine learning model parameter - Google Patents

Method and apparatus for transferring machine learning model parameter Download PDF

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Publication number
EP4145359A4
EP4145359A4 EP21795817.2A EP21795817A EP4145359A4 EP 4145359 A4 EP4145359 A4 EP 4145359A4 EP 21795817 A EP21795817 A EP 21795817A EP 4145359 A4 EP4145359 A4 EP 4145359A4
Authority
EP
European Patent Office
Prior art keywords
machine learning
learning model
model parameter
transferring machine
transferring
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP21795817.2A
Other languages
German (de)
French (fr)
Other versions
EP4145359A1 (en
Inventor
Shiqiang Suo
Yingmin Wang
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Datang Mobile Communications Equipment Co Ltd
Original Assignee
Datang Mobile Communications Equipment Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Datang Mobile Communications Equipment Co Ltd filed Critical Datang Mobile Communications Equipment Co Ltd
Publication of EP4145359A1 publication Critical patent/EP4145359A1/en
Publication of EP4145359A4 publication Critical patent/EP4145359A4/en
Pending legal-status Critical Current

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/06—Protocols specially adapted for file transfer, e.g. file transfer protocol [FTP]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/08—Configuration management of networks or network elements
    • H04L41/0803—Configuration setting
    • H04L41/0806—Configuration setting for initial configuration or provisioning, e.g. plug-and-play
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/08—Configuration management of networks or network elements
    • H04L41/0803—Configuration setting
    • H04L41/0813—Configuration setting characterised by the conditions triggering a change of settings
    • H04L41/082—Configuration setting characterised by the conditions triggering a change of settings the condition being updates or upgrades of network functionality
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14—Network analysis or design
    • H04L41/145—Network analysis or design involving simulating, designing, planning or modelling of a network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30—Services specially adapted for particular environments, situations or purposes
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W80/00—Wireless network protocols or protocol adaptations to wireless operation
    • H04W80/08—Upper layer protocols
    • H04W80/12—Application layer protocols, e.g. WAP [Wireless Application Protocol]

Landscapes

  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Mobile Radio Communication Systems (AREA)
EP21795817.2A 2020-04-28 2021-02-19 Method and apparatus for transferring machine learning model parameter Pending EP4145359A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202010349503.5A CN113570063B (en) 2020-04-28 2020-04-28 Machine learning model parameter transmission method and device
PCT/CN2021/076843 WO2021218302A1 (en) 2020-04-28 2021-02-19 Method and apparatus for transferring machine learning model parameter

Publications (2)

Publication Number Publication Date
EP4145359A1 EP4145359A1 (en) 2023-03-08
EP4145359A4 true EP4145359A4 (en) 2023-10-18

Family

ID=78157909

Family Applications (1)

Application Number Title Priority Date Filing Date
EP21795817.2A Pending EP4145359A4 (en) 2020-04-28 2021-02-19 Method and apparatus for transferring machine learning model parameter

Country Status (6)

Country Link
US (1) US20230169398A1 (en)
EP (1) EP4145359A4 (en)
JP (1) JP7418610B2 (en)
KR (1) KR20230002801A (en)
CN (1) CN113570063B (en)
WO (1) WO2021218302A1 (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023097522A1 (en) * 2021-11-30 2023-06-08 Oppo广东移动通信有限公司 Model updating method and apparatus for wireless channel processing, device, and medium
CN114302506B (en) * 2021-12-24 2023-06-30 中国联合网络通信集团有限公司 Protocol stack unit based on artificial intelligence AI, data processing method and device
WO2023133897A1 (en) * 2022-01-17 2023-07-20 Shenzhen Tcl New Technology Co., Ltd. User equipment, base station, and wireless communication methods based on machine learning/artificial intelligence

Citations (5)

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Publication number Priority date Publication date Assignee Title
CN106815644A (en) * 2017-01-26 2017-06-09 北京航空航天大学 Machine learning method and from node
CN108280522A (en) * 2018-01-03 2018-07-13 北京大学 A kind of plug-in type distributed machines study Computational frame and its data processing method
US20190087383A1 (en) * 2017-09-19 2019-03-21 Beijing Baidu Netcom Science And Technology Co., Ltd. Intelligent big data system, and method and apparatus for providing intelligent big data service
US20190220703A1 (en) * 2019-03-28 2019-07-18 Intel Corporation Technologies for distributing iterative computations in heterogeneous computing environments
WO2020080989A1 (en) * 2018-10-19 2020-04-23 Telefonaktiebolaget Lm Ericsson (Publ) Handling of machine learning to improve performance of a wireless communications network

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CN109791504B (en) 2016-09-21 2023-04-18 埃森哲环球解决方案有限公司 Dynamic resource configuration for application containers
CN108076471B (en) * 2016-11-14 2020-09-04 华为技术有限公司 Method and device for managing RAN slices
WO2019089651A1 (en) * 2017-10-31 2019-05-09 Myndshft Technologies, Inc. System and method for configuring an adaptive computing cluster
US20190156246A1 (en) 2017-11-21 2019-05-23 Amazon Technologies, Inc. Generating and deploying packages for machine learning at edge devices
CN110119808A (en) * 2018-02-06 2019-08-13 华为技术有限公司 A kind of data processing method and relevant device based on machine learning
CN110147915A (en) * 2018-02-11 2019-08-20 陕西爱尚物联科技有限公司 A kind of method and its system of resource distribution
CN109255234B (en) * 2018-08-15 2023-03-24 腾讯科技（深圳）有限公司 Processing method, device, medium and electronic equipment of machine learning model
CN109445953A (en) * 2018-08-30 2019-03-08 北京大学 A kind of machine learning model training method towards large-scale machines learning system
CN109409528A (en) * 2018-09-10 2019-03-01 平安科技（深圳）有限公司 Model generating method, device, computer equipment and storage medium
CN109495485B (en) * 2018-11-29 2021-05-14 深圳市永达电子信息股份有限公司 Full-duplex firewall protection method supporting mandatory access control
CN110263935A (en) * 2019-06-14 2019-09-20 安徽奔奔科技有限公司 Artificial intelligence industry line modeling platform based on machine learning algorithm

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106815644A (en) * 2017-01-26 2017-06-09 北京航空航天大学 Machine learning method and from node
US20190087383A1 (en) * 2017-09-19 2019-03-21 Beijing Baidu Netcom Science And Technology Co., Ltd. Intelligent big data system, and method and apparatus for providing intelligent big data service
CN108280522A (en) * 2018-01-03 2018-07-13 北京大学 A kind of plug-in type distributed machines study Computational frame and its data processing method
WO2020080989A1 (en) * 2018-10-19 2020-04-23 Telefonaktiebolaget Lm Ericsson (Publ) Handling of machine learning to improve performance of a wireless communications network
US20190220703A1 (en) * 2019-03-28 2019-07-18 Intel Corporation Technologies for distributing iterative computations in heterogeneous computing environments

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2021218302A1 *

Also Published As

Publication number Publication date
WO2021218302A1 (en) 2021-11-04
EP4145359A1 (en) 2023-03-08
JP7418610B2 (en) 2024-01-19
CN113570063B (en) 2024-04-30
KR20230002801A (en) 2023-01-05
JP2023523073A (en) 2023-06-01
CN113570063A (en) 2021-10-29
US20230169398A1 (en) 2023-06-01

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